diff --git a/testModel/results/gemini_hosted.json b/testModel/results/gemini_hosted.json index 8d319741b4ea482e0a21de2c57169aae6b371a1b..4c2d40735e6857fdfb9e22916382feef4ce86a4c 100644 --- a/testModel/results/gemini_hosted.json +++ b/testModel/results/gemini_hosted.json @@ -489,24 +489,23 @@ "Cardiovascular diseases": true, "Mental Health": false, "Diabetes type 1": false, - "Diabetes type 2": true + "Diabetes type 2": false }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", "Cancer", "Chronic respiratory disease", - "Cardiovascular diseases", - "Diabetes type 2" + "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 5 + 4 ], [ 0, - 2 + 3 ] ] }, @@ -836,7 +835,7 @@ "Cardiovascular diseases": true, "Mental Health": true, "Diabetes type 1": false, - "Diabetes type 2": true + "Diabetes type 2": false }, "Selected Labels": [ "Non-Communicable Diseases", @@ -844,17 +843,16 @@ "Cancer", "Chronic respiratory disease", "Cardiovascular diseases", - "Mental Health", - "Diabetes type 2" + "Mental Health" ], "confusion matrix": [ [ 2, - 5 + 4 ], [ 0, - 1 + 2 ] ] }, @@ -1410,25 +1408,27 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": false, + "Diabetes": true, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ - "Non-Communicable Diseases" + "Non-Communicable Diseases", + "Diabetes", + "Diabetes type 2" ], "confusion matrix": [ [ 1, - 0 + 2 ], [ 0, - 7 + 5 ] ] }, @@ -5044,23 +5044,24 @@ "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": false, - "Mental Health": false, + "Mental Health": true, "Diabetes type 1": false, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", + "Mental Health", "Diabetes type 2" ], "confusion matrix": [ [ 2, - 1 + 2 ], [ 0, - 5 + 4 ] ] }, @@ -5161,7 +5162,7 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": false, - "Cardiovascular diseases": false, + "Cardiovascular diseases": true, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": true @@ -5169,16 +5170,17 @@ "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", + "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 2, - 1 + 2 ], [ 0, - 5 + 4 ] ] }, @@ -6889,22 +6891,23 @@ "Chronic respiratory disease": false, "Cardiovascular diseases": false, "Mental Health": false, - "Diabetes type 1": false, + "Diabetes type 1": true, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", + "Diabetes type 1", "Diabetes type 2" ], "confusion matrix": [ [ - 2, + 3, 1 ], [ 0, - 5 + 4 ] ] }, @@ -8229,23 +8232,24 @@ "Chronic respiratory disease": false, "Cardiovascular diseases": true, "Mental Health": false, - "Diabetes type 1": false, + "Diabetes type 1": true, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", "Cardiovascular diseases", + "Diabetes type 1", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 4, 1 ], [ 0, - 4 + 3 ] ] }, @@ -14238,24 +14242,27 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": false, + "Non-Communicable Diseases": true, "Diabetes": false, - "Cancer": false, + "Cancer": true, "Chronic respiratory disease": false, "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": false }, - "Selected Labels": [], + "Selected Labels": [ + "Non-Communicable Diseases", + "Cancer" + ], "confusion matrix": [ [ - 0, - 0 + 1, + 1 ], [ - 1, - 7 + 0, + 6 ] ] }, @@ -16130,29 +16137,27 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, "Cardiovascular diseases": true, "Mental Health": false, "Diabetes type 1": false, - "Diabetes type 2": true + "Diabetes type 2": false }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Chronic respiratory disease", - "Cardiovascular diseases", - "Diabetes type 2" + "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 4 + 2 ], [ 0, - 3 + 5 ] ] }, @@ -16910,7 +16915,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": false, + "Non-Communicable Diseases": true, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -16920,17 +16925,18 @@ "Diabetes type 2": false }, "Selected Labels": [ + "Non-Communicable Diseases", "Chronic respiratory disease", "Mental Health" ], "confusion matrix": [ [ 1, - 1 + 2 ], [ 0, - 6 + 5 ] ] }, @@ -16957,7 +16963,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": false, + "Non-Communicable Diseases": true, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -16967,16 +16973,17 @@ "Diabetes type 2": false }, "Selected Labels": [ + "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 0 + 1 ], [ 0, - 7 + 6 ] ] }, @@ -17825,7 +17832,7 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": true, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": true @@ -17834,17 +17841,16 @@ "Non-Communicable Diseases", "Diabetes", "Chronic respiratory disease", - "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 3, - 2 + 1 ], [ 0, - 3 + 4 ] ] }, @@ -17882,7 +17888,7 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": true, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": true @@ -17891,17 +17897,16 @@ "Non-Communicable Diseases", "Diabetes", "Chronic respiratory disease", - "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 3, - 2 + 1 ], [ 0, - 3 + 4 ] ] }, @@ -18282,7 +18287,7 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": true, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": true @@ -18291,17 +18296,16 @@ "Non-Communicable Diseases", "Diabetes", "Chronic respiratory disease", - "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 3, - 2 + 1 ], [ 0, - 3 + 4 ] ] }, @@ -18327,7 +18331,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18337,17 +18341,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18426,7 +18429,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18436,17 +18439,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18473,7 +18475,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18483,17 +18485,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18568,7 +18569,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18578,17 +18579,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18615,7 +18615,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18625,17 +18625,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18763,7 +18762,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18773,17 +18772,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18812,7 +18810,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18822,17 +18820,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -18860,7 +18857,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -18870,17 +18867,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -19097,7 +19093,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -19107,17 +19103,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -19264,27 +19259,27 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": true, - "Chronic respiratory disease": false, + "Chronic respiratory disease": true, "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", - "Cancer" + "Cancer", + "Chronic respiratory disease" ], "confusion matrix": [ [ - 0, - 2 + 1, + 1 ], [ - 1, - 5 + 0, + 6 ] ] }, @@ -19376,7 +19371,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -19386,17 +19381,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -19518,7 +19512,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -19528,17 +19522,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -19573,7 +19566,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -19583,17 +19576,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -19689,30 +19681,28 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": true, "Diabetes type 1": false, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Chronic respiratory disease", - "Cardiovascular diseases", "Mental Health", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 5 + 3 ], [ 0, - 2 + 4 ] ] }, @@ -19855,15 +19845,15 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": false, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": false, - "Diabetes type 1": false, + "Diabetes type 1": true, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", - "Cardiovascular diseases", + "Diabetes type 1", "Diabetes type 2" ], "confusion matrix": [ @@ -19904,7 +19894,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -19914,17 +19904,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -19960,7 +19949,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -19970,17 +19959,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -20013,7 +20001,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -20023,17 +20011,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -20208,7 +20195,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": true, @@ -20218,17 +20205,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Chronic respiratory disease" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -21131,7 +21117,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21141,7 +21127,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Mental Health", "Diabetes type 2" @@ -21149,11 +21134,11 @@ "confusion matrix": [ [ 1, - 4 + 3 ], [ 0, - 3 + 4 ] ] }, @@ -21359,7 +21344,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21369,18 +21354,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -21572,7 +21556,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21582,18 +21566,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -21723,7 +21706,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -21733,17 +21716,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -21775,7 +21757,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21785,7 +21767,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Mental Health", "Diabetes type 2" @@ -21793,11 +21774,11 @@ "confusion matrix": [ [ 1, - 4 + 3 ], [ 0, - 3 + 4 ] ] }, @@ -21872,7 +21853,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21882,18 +21863,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -21923,7 +21903,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21933,18 +21913,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -21979,7 +21958,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -21989,18 +21968,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 1" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -22230,7 +22208,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22240,18 +22218,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -22282,7 +22259,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22292,18 +22269,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -22483,7 +22459,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22493,18 +22469,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -22533,7 +22508,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22543,18 +22518,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -22583,7 +22557,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": true, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22593,7 +22567,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cancer", "Cardiovascular diseases", "Diabetes type 2" @@ -22601,11 +22574,11 @@ "confusion matrix": [ [ 2, - 3 + 2 ], [ 0, - 3 + 4 ] ] }, @@ -22641,7 +22614,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22651,18 +22624,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -22705,20 +22677,21 @@ "Cardiovascular diseases": true, "Mental Health": false, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", - "Cardiovascular diseases" + "Cardiovascular diseases", + "Diabetes type 2" ], "confusion matrix": [ [ 1, - 1 + 2 ], [ 0, - 6 + 5 ] ] }, @@ -22840,7 +22813,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -22850,17 +22823,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -22886,7 +22858,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -22896,17 +22868,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -22938,7 +22909,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": true, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -22948,7 +22919,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cancer", "Cardiovascular diseases", "Diabetes type 2" @@ -22956,11 +22926,11 @@ "confusion matrix": [ [ 1, - 4 + 3 ], [ 0, - 3 + 4 ] ] }, @@ -23264,23 +23234,24 @@ "Chronic respiratory disease": false, "Cardiovascular diseases": true, "Mental Health": false, - "Diabetes type 1": false, + "Diabetes type 1": true, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", "Cardiovascular diseases", + "Diabetes type 1", "Diabetes type 2" ], "confusion matrix": [ [ 3, - 1 + 2 ], [ 0, - 4 + 3 ] ] }, @@ -23320,21 +23291,22 @@ "Cardiovascular diseases": true, "Mental Health": true, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Cardiovascular diseases", - "Mental Health" + "Mental Health", + "Diabetes type 2" ], "confusion matrix": [ [ 1, - 2 + 3 ], [ 0, - 5 + 4 ] ] }, @@ -23371,14 +23343,14 @@ "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, - "Mental Health": true, + "Mental Health": false, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Cardiovascular diseases", - "Mental Health" + "Diabetes type 2" ], "confusion matrix": [ [ @@ -23618,7 +23590,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -23628,18 +23600,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -24305,7 +24276,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -24315,18 +24286,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -24412,7 +24382,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -24422,18 +24392,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -24724,7 +24693,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -24734,18 +24703,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -24823,7 +24791,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -24833,7 +24801,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Mental Health", "Diabetes type 2" @@ -24841,11 +24808,11 @@ "confusion matrix": [ [ 2, - 3 + 2 ], [ 0, - 3 + 4 ] ] }, @@ -24882,21 +24849,22 @@ "Cardiovascular diseases": true, "Mental Health": true, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Cardiovascular diseases", - "Mental Health" + "Mental Health", + "Diabetes type 2" ], "confusion matrix": [ [ 1, - 2 + 3 ], [ 0, - 5 + 4 ] ] }, @@ -24924,7 +24892,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -24934,18 +24902,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -24978,7 +24945,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -24988,17 +24955,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -25122,7 +25088,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -25132,18 +25098,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 1, - 3 + 2 ], [ 0, - 4 + 5 ] ] }, @@ -25221,7 +25186,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -25231,17 +25196,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Cardiovascular diseases" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -25367,7 +25331,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -25377,18 +25341,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -25475,7 +25438,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -25485,17 +25448,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Mental Health" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -26226,7 +26188,7 @@ "Diabetes type 2": false }, "Predictions": { - "Non-Communicable Diseases": true, + "Non-Communicable Diseases": false, "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, @@ -26236,17 +26198,16 @@ "Diabetes type 2": false }, "Selected Labels": [ - "Non-Communicable Diseases", "Mental Health" ], "confusion matrix": [ [ 1, - 1 + 0 ], [ 0, - 6 + 7 ] ] }, @@ -28491,7 +28452,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -28501,7 +28462,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Mental Health", "Diabetes type 2" @@ -28509,11 +28469,11 @@ "confusion matrix": [ [ 1, - 4 + 3 ], [ 0, - 3 + 4 ] ] }, @@ -29576,21 +29536,22 @@ "Cardiovascular diseases": false, "Mental Health": true, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Cancer", - "Mental Health" + "Mental Health", + "Diabetes type 2" ], "confusion matrix": [ [ 1, - 2 + 3 ], [ 0, - 5 + 4 ] ] }, @@ -29619,7 +29580,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -29629,7 +29590,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Mental Health", "Diabetes type 2" @@ -29637,11 +29597,11 @@ "confusion matrix": [ [ 1, - 4 + 3 ], [ 0, - 3 + 4 ] ] }, @@ -30474,7 +30434,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": true, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -30484,7 +30444,6 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cancer", "Cardiovascular diseases", "Mental Health", @@ -30493,11 +30452,11 @@ "confusion matrix": [ [ 1, - 5 + 4 ], [ 0, - 2 + 3 ] ] }, @@ -32200,24 +32159,23 @@ "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": false, - "Mental Health": true, + "Mental Health": false, "Diabetes type 1": true, "Diabetes type 2": false }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", - "Mental Health", "Diabetes type 1" ], "confusion matrix": [ [ 2, - 2 + 1 ], [ 0, - 4 + 5 ] ] }, @@ -33702,22 +33660,23 @@ "Cardiovascular diseases": false, "Mental Health": true, "Diabetes type 1": true, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", "Mental Health", - "Diabetes type 1" + "Diabetes type 1", + "Diabetes type 2" ], "confusion matrix": [ [ 2, - 2 + 3 ], [ 0, - 4 + 3 ] ] }, @@ -33852,18 +33811,21 @@ "Chronic respiratory disease": false, "Cardiovascular diseases": false, "Mental Health": false, - "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 1": true, + "Diabetes type 2": true }, - "Selected Labels": [], + "Selected Labels": [ + "Diabetes type 1", + "Diabetes type 2" + ], "confusion matrix": [ [ - 0, - 0 + 1, + 1 ], [ - 1, - 7 + 0, + 6 ] ] }, @@ -35324,21 +35286,22 @@ "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": true, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", - "Diabetes type 1" + "Diabetes type 1", + "Diabetes type 2" ], "confusion matrix": [ [ 2, - 1 + 2 ], [ 0, - 5 + 4 ] ] }, @@ -35762,25 +35725,25 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": false, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": false, - "Diabetes type 1": false, + "Diabetes type 1": true, "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", - "Cardiovascular diseases", + "Diabetes type 1", "Diabetes type 2" ], "confusion matrix": [ [ - 1, - 3 + 2, + 2 ], [ - 1, - 3 + 0, + 4 ] ] }, @@ -36837,7 +36800,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -36847,19 +36810,18 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Mental Health", "Diabetes type 2" ], "confusion matrix": [ [ - 2, + 1, 3 ], [ 0, - 3 + 4 ] ] }, @@ -38541,7 +38503,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -38551,18 +38513,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -39038,7 +38999,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -39048,18 +39009,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 3, + 2, 1 ], [ 0, - 4 + 5 ] ] }, @@ -39256,7 +39216,7 @@ "Diabetes": true, "Cancer": false, "Chronic respiratory disease": false, - "Cardiovascular diseases": true, + "Cardiovascular diseases": false, "Mental Health": false, "Diabetes type 1": false, "Diabetes type 2": true @@ -39264,17 +39224,16 @@ "Selected Labels": [ "Non-Communicable Diseases", "Diabetes", - "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ 2, - 2 + 1 ], [ 0, - 4 + 5 ] ] }, @@ -39857,7 +39816,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -39867,18 +39826,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 2, + 1, 2 ], [ 0, - 4 + 5 ] ] }, @@ -40289,7 +40247,7 @@ }, "Predictions": { "Non-Communicable Diseases": true, - "Diabetes": true, + "Diabetes": false, "Cancer": false, "Chronic respiratory disease": false, "Cardiovascular diseases": true, @@ -40299,18 +40257,17 @@ }, "Selected Labels": [ "Non-Communicable Diseases", - "Diabetes", "Cardiovascular diseases", "Diabetes type 2" ], "confusion matrix": [ [ - 2, + 1, 2 ], [ 0, - 4 + 5 ] ] }, @@ -40919,19 +40876,20 @@ "Cardiovascular diseases": true, "Mental Health": false, "Diabetes type 1": false, - "Diabetes type 2": false + "Diabetes type 2": true }, "Selected Labels": [ "Non-Communicable Diseases", - "Cardiovascular diseases" + "Cardiovascular diseases", + "Diabetes type 2" ], "confusion matrix": [ [ - 0, + 1, 2 ], [ - 1, + 0, 5 ] ] @@ -41148,145 +41106,148 @@ } ], "results": { - "prediction time": 7817.164200782776, "ALL": { + "prediction time": 5140.270508527756, + "gathering results time": 8218.883262395859, "confusion matrix": [ [ - 1208, - 884 + 1205, + 843 ], [ - 31, - 4277 + 26, + 4326 ] ], "labels": { "Non-Communicable Diseases": [ [ 96, - 569 + 548 ], [ 4, - 131 + 152 ] ], "Diabetes": [ [ 105, - 259 + 228 ], [ 1, - 435 + 466 ] ], "Cancer": [ [ - 112, + 113, 33 ], [ - 4, + 3, 651 ] ], "Chronic respiratory disease": [ [ - 96, + 97, 17 ], [ - 4, + 3, 683 ] ], "Cardiovascular diseases": [ [ 122, - 77 + 71 ], [ 2, - 599 + 605 ] ], "Mental Health": [ [ 104, - 59 + 58 ], [ 0, - 637 + 638 ] ], "Diabetes type 1": [ [ - 94, - 54 + 96, + 58 ], [ - 8, - 644 + 6, + 640 ] ], "Diabetes type 2": [ [ - 139, - 156 + 140, + 162 ], [ - 8, - 497 + 7, + 491 ] ] }, - "TPR": 0.9749798224374495, - "TNR": 0.8287153652392947, - "Precision": 0.5774378585086042, - "Error rate": 0.14296875, - "F1": 0.7253077154007805 + "TPR": 0.9788789601949635, + "TNR": 0.836912362159025, + "Precision": 0.58837890625, + "Error rate": 0.13578125, + "F1": 0.7349801768831961 }, "SHORT": { + "prediction time": 1471.8532593250275, + "gathering results time": 2152.453065633774, "confusion matrix": [ [ - 285, - 169 + 284, + 165 ], [ - 15, - 1131 + 13, + 1138 ] ], "labels": { "Non-Communicable Diseases": [ [ 25, - 126 + 125 ], [ 0, - 49 + 50 ] ], "Diabetes": [ [ 25, - 52 + 46 ], [ 1, - 122 + 128 ] ], "Cancer": [ [ - 24, + 25, 3 ], [ - 3, + 2, 170 ] ], @@ -41303,11 +41264,11 @@ "Cardiovascular diseases": [ [ 28, - 13 + 10 ], [ 1, - 158 + 161 ] ], "Mental Health": [ @@ -41322,61 +41283,63 @@ ], "Diabetes type 1": [ [ - 21, + 22, 13 ], [ - 4, + 3, 162 ] ], "Diabetes type 2": [ [ 33, - 32 + 35 ], [ 5, - 130 + 127 ] ] }, - "TPR": 0.95, - "TNR": 0.87, - "Precision": 0.6277533039647577, - "Error rate": 0.115, - "F1": 0.7559681697612732 + "TPR": 0.9562289562289562, + "TNR": 0.8733691481197237, + "Precision": 0.6325167037861915, + "Error rate": 0.11125, + "F1": 0.7613941018766756 }, "MEDIUM": { + "prediction time": 1394.8720660209656, + "gathering results time": 2182.3339881896973, "confusion matrix": [ [ - 299, - 220 + 302, + 200 ], [ - 11, - 1070 + 8, + 1090 ] ], "labels": { "Non-Communicable Diseases": [ [ 22, - 142 + 129 ], [ 3, - 33 + 46 ] ], "Diabetes": [ [ 28, - 64 + 55 ], [ 0, - 108 + 117 ] ], "Cancer": [ @@ -41391,22 +41354,22 @@ ], "Chronic respiratory disease": [ [ - 23, + 24, 0 ], [ - 2, + 1, 175 ] ], "Cardiovascular diseases": [ [ 26, - 18 + 15 ], [ 0, - 156 + 159 ] ], "Mental Health": [ @@ -41421,228 +41384,232 @@ ], "Diabetes type 1": [ [ - 23, - 20 + 24, + 23 ], [ - 2, - 155 + 1, + 152 ] ], "Diabetes type 2": [ [ - 31, - 42 + 32, + 44 ], [ - 3, - 124 + 2, + 122 ] ] }, - "TPR": 0.964516129032258, - "TNR": 0.8294573643410853, - "Precision": 0.5761078998073218, - "Error rate": 0.144375, - "F1": 0.721351025331725 + "TPR": 0.9741935483870968, + "TNR": 0.8449612403100775, + "Precision": 0.601593625498008, + "Error rate": 0.13, + "F1": 0.7438423645320198 }, "LONG": { + "prediction time": 1263.1876339912415, + "gathering results time": 2122.0653188228607, "confusion matrix": [ [ - 624, - 495 + 315, + 202 ], [ - 5, - 2076 + 3, + 1080 ] ], "labels": { "Non-Communicable Diseases": [ [ - 49, - 301 + 24, + 142 ], [ 1, - 49 + 33 ] ], "Diabetes": [ [ - 52, - 143 + 27, + 57 ], [ 0, - 205 + 116 ] ], "Cancer": [ [ - 60, - 23 + 33, + 6 ], [ 0, - 317 + 161 ] ], "Chronic respiratory disease": [ [ - 49, - 17 + 24, + 3 ], [ 1, - 333 + 172 ] ], "Cardiovascular diseases": [ [ - 68, - 46 + 31, + 11 ], [ - 1, - 285 + 0, + 158 ] ], "Mental Health": [ [ - 52, - 31 + 26, + 10 ], [ 0, - 317 + 164 ] ], "Diabetes type 1": [ [ - 50, - 21 + 25, + 16 ], [ - 2, - 327 + 1, + 158 ] ], "Diabetes type 2": [ [ - 75, - 82 + 39, + 43 ], [ 0, - 243 + 118 ] ] }, - "TPR": 0.9920508744038156, - "TNR": 0.8074679113185531, - "Precision": 0.5576407506702413, - "Error rate": 0.15625, - "F1": 0.7139588100686498 + "TPR": 0.9905660377358491, + "TNR": 0.8424336973478939, + "Precision": 0.6092843326885881, + "Error rate": 0.128125, + "F1": 0.7544910179640719 }, "VERY LONG": { + "prediction time": 1010.3575491905212, + "gathering results time": 1762.030889749527, "confusion matrix": [ [ - 624, - 495 + 304, + 276 ], [ - 5, - 2076 + 2, + 1018 ] ], "labels": { "Non-Communicable Diseases": [ [ - 49, - 301 + 25, + 152 ], [ - 1, - 49 + 0, + 23 ] ], "Diabetes": [ [ - 52, - 143 + 25, + 70 ], [ 0, - 205 + 105 ] ], "Cancer": [ [ - 60, - 23 + 27, + 17 ], [ 0, - 317 + 156 ] ], "Chronic respiratory disease": [ [ - 49, - 17 + 25, + 14 ], [ - 1, - 333 + 0, + 161 ] ], "Cardiovascular diseases": [ [ - 68, - 46 + 37, + 35 ], [ 1, - 285 + 127 ] ], "Mental Health": [ [ - 52, - 31 + 26, + 20 ], [ 0, - 317 + 154 ] ], "Diabetes type 1": [ [ - 50, - 21 + 25, + 6 ], [ - 2, - 327 + 1, + 168 ] ], "Diabetes type 2": [ [ - 75, - 82 + 36, + 40 ], [ 0, - 243 + 124 ] ] }, - "TPR": 0.9920508744038156, - "TNR": 0.8074679113185531, - "Precision": 0.5576407506702413, - "Error rate": 0.15625, - "F1": 0.7139588100686498 + "TPR": 0.9934640522875817, + "TNR": 0.7867078825347759, + "Precision": 0.5241379310344828, + "Error rate": 0.17375, + "F1": 0.6862302483069977 } } } \ No newline at end of file